By Topic
Found 34 results
Filters: author is Jank
Submitted
"SOABER: An Innovative Approach to Maximize Bidder Surplus in Simultaneous Online Art Auctions",
N/A, Submitted .
In Press
"Dynamic Price Forecasting In Simultaneous Online Art Auctions",
Marketing Intelligent Systems using Soft Computing, In Press .
Abstract
Download: DassJankShmueli_c28.pdf
"Forecasting Online Auctions using Dynamic Models",
Data Mining for Business Applications: IOS Press, In Press .
"Models For Bid Arrivals and Bidder Arrivals in Online Auctions",
Handbook of Business, Finance and Management Sciences, Newark, NJ, John Wiley & Sons, In Press .
Abstract
Download: Handbook-Chapter.pdf
"Real-Time Forecasting of Online Auctions via Functional K-Nearest Neighbors",
International Journal of Forecasting, In Press .
Abstract
2009
"Modeling Dynamics in Online Auctions: A Modern Statistical Approach",
Economics, Information Systems and Electronic Commerce: Empirical Research, Armonk, NY, M. E. Sharpe, pp. 157-180, 2009 .
"Studying Heterogeneity of Price Evolution in eBay Auctions Via Functional Clustering",
Handbook on Information Series: Business Computing, vol. 3: Emerald, pp. 237-261, 2009 .
2008
"Consumer Surplus in Online Auctions",
Informations Systems Research, vol. 19, issue 4, pp. 400-416, 12/2008.
Abstract
Download: consumerSurplusOnlineAuctionsRevised ISR-2006-181-R2-Final.pdf
"A Family of Growth Models for Representing the Price Process in Online Auctions",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008 .
Abstract
Download: GrowthModelsFinal.pdf
"Explaining and Forecasting Online Auction Prices and their Dynamics using Functional Data Analysis",
Journal of Business and Economic Statistics, vol. 26, issue 3, pp. 144-160, 2008 .
Abstract
Download: JBES 2008 PredictingOnlineAuctions.pdf
"Modeling Price Dynamics in Online Auctions via Regression Trees",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008 .
Abstract
Download: DiffEqTrees-Jank-Shmueli-Wang--rev.pdf
"Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis",
Journal of the American Statistical Association (JASA), vol. 103, issue 483, pp. 1100-1118, 2008 .
Abstract
Download: JASA 2008 Auctions PDA.pdf
"Price Formation and its Dynamics in Online Auctions",
Decision Support Systems, vol. 44, pp. 641-656, 2008 .
Abstract
Download: DSS 2008 Price Dynamics.pdf
"Statistical Methods in eCommerce Research",
Statistics in Practice: John Wiley & Sons, 2008 .
"Statistical Challenges in eCommerce: Modeling Dynamic and Networked Data",
Tutorials in Operations Research: INFORMS, 2008 .
Abstract
Download: INFORMS Tutorials-2008-CD-chapter03.pdf
"Smoothing Sparse and Unevenly-Sampled Curves using Semiparametric Mixed Models: An Application to Online Auctions",
Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 57, issue 2, pp. 127-148, 2008 .
Abstract
Download: JRSSC.57.2 (2008) 127-148.pdf
"Transformations for Semi-Continuous Data",
Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008 .
Abstract
Download: CSDA-semiContinuousData.pdf
"Visualizing Functional Data with an Application to eBays Online Auctions",
Handbook on Computational Statistics on Data Visualization, Heidelberg, Springer, 2008 .
Download: CSC-Visualizing-FDA.pdf
2007
"A Family of Growth Models for Representing the Price Evolution in Online Auctions",
9th Intl Conference on Electronic Commerce, Minneapolis, MA, 2007 .
"Modeling Concurrency of Events in Online Auctions via Spatio-Temporal Semiparametric Models",
Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 60, issue 1, pp. 1-27, 2007 .
"Measuring Consumer Surplus on eBay: An Empirical Study",
Working Paper RHS-06-053: Smith School of Business, University of Maryland, 2007 .
"Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting",
11th Intl Conference on Information Visualization (InfoViz), Zurich, Switzerland, 2007 .
"The BARISTA: A Model for Bid Arrivals in Online Auctions",
Annals of Applied Statistics, vol. 1, issue 2, pp. 412-441, 2007 .
Abstract
Download: BARISTA datasets.xls
2006
"A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 113-115, 2006 .
"Dynamic, Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006 .
"Exploring Auction Databases through Interactive Visualization",
Decision Support Systems, vol. 42, issue 3, pp. 1521-1538, 2006 .
"Functional Data Analysis in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 155-166, 2006 .
"Investigating Concurrency in Online Auctions Through Visualization",
The American Statistician, vol. 60, issue 3, pp. 241-250, 2006 .
2005
"Profiling Price Dynamics in Online Auctions Using Curve Clustering",
Working Paper RHS-06-004: Smith School of Business, University of Maryland, 2005 .
"Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration",
Lecture Notes in Computer Science: Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005. Proceedings , no. 3585, 2005 .
"Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration",
Technical Report: HCIL-2005-01, HCIL, University of Maryland, 2005 .
"Sampling eCommerce Data from the Web: Methodological and Practical Issues",
JSM, Minneapolis, MA, Proceedings of the American Statistical Association, Statistical Computing Section [CD-ROM], 2005 .
"Visualizing Online Auctions",
Journal of Computational and Graphical Statistics, vol. 14, issue 2, pp. 299-319, 2005 .
Download: AuctionDisplaysFinalVersion.pdf
2004
"Modeling Bid Arrivals in Online Auctions",
Working paper, RHS-06-001: Smith School of Business, University of Maryland, 2004 .